AI Threat Alert

AI Security Threat Feed

Latest CVEs affecting AI/ML systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers. Vulnerabilities are tracked from NVD, GitHub Advisory, CISA KEV, MITRE ATLAS, and enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings to ISO 42001, EU AI Act, NIST AI RMF, and OWASP LLM Top 10. Updated continuously as new CVEs are published.

Sources
Each CVE is enriched with
  • CVSS severity
  • EPSS exploit probability
  • Exploitation confidence
  • AI-component classification
  • Compliance mappings
3,021

AI/ML CVEs Tracked

424

Critical

114

New This Week

19

In CISA KEV

Sort: Date CVSS EPSS KEV first Most exploited
Filter: All Critical High Medium KEV only Active exploitation Has patch No patch

Latest AI Security Threats

Showing 20 of 3021 results
HIGH

OpenClaw: display name spoofing bypasses agent allowFrom policy

CVE-2026-53857
8.1
EPSS 0.2%
Auth Bypass Social Engineering Data Leakage Agent Framework
openclaw CWE-290 4 5 ATLAS
MEDIUM

OpenClaw: insecure permissions expose agent config

CVE-2026-53856
5.5
EPSS 0.1%
Data Extraction Data Leakage Agent
openclaw CWE-276 4 4 ATLAS
HIGH

OpenClaw: allowlist bypass enables shell code execution

CVE-2026-53855
8.1
EPSS 0.3%
Auth Bypass Code Execution Agent Plugin
openclaw CWE-184 4 5 ATLAS
MEDIUM

OpenClaw: privilege escalation via channel auth wildcard

CVE-2026-53854
6.5
EPSS 0.2%
Auth Bypass Code Execution Agent Framework
openclaw CWE-863 4 3 ATLAS
HIGH

OpenClaw: exec allowlist bypass enables unrestricted RCE

CVE-2026-53853
8.3
EPSS 0.3%
Auth Bypass Code Execution Agent Framework
openclaw CWE-693 4 4 ATLAS
MEDIUM

OpenClaw: scope bypass allows unauthorized device access

CVE-2026-53852
5.4
EPSS 0.2%
Auth Bypass Data Extraction Agent API
openclaw CWE-636 4 3 ATLAS
MEDIUM

OpenClaw: Slack reaction bypass triggers agent pipeline

CVE-2026-53851
5.3
EPSS 0.2%
Auth Bypass Prompt Injection Agent Plugin
openclaw CWE-862 4 4 ATLAS
MEDIUM

OpenClaw: auth bypass allows unauthorized focus state change

CVE-2026-53850
5.5
EPSS 0.1%
Auth Bypass Agent Framework
openclaw CWE-862 4 3 ATLAS
HIGH

OpenClaw: auth bypass via Discord display name spoofing

CVE-2026-53849
8.1
EPSS 0.3%
Auth Bypass Social Engineering Agent
openclaw CWE-290 4 4 ATLAS
MEDIUM

OpenClaw: exec allowlist bypass via command wrappers

CVE-2026-53848
4.3
EPSS 0.2%
Auth Bypass Code Execution Agent Framework
openclaw CWE-184 4 3 ATLAS
MEDIUM

OpenClaw: privilege escalation via write scope bypass

CVE-2026-53847
5.4
EPSS 0.2%
Auth Bypass Agent
openclaw CWE-266 4 3 ATLAS
HIGH

OpenClaw: path traversal enables arbitrary package-manager exec

CVE-2026-53846
7.1
EPSS 0.1%
Supply Chain Code Execution Agent Framework
openclaw CWE-426 4 4 ATLAS
MEDIUM

OpenClaw: hook bypass enables audit/policy evasion

CVE-2026-53845
4.3
EPSS 0.2%
Auth Bypass Data Extraction Agent Framework
openclaw CWE-693 4 3 ATLAS
MEDIUM

OpenClaw: auth bypass exposes cross-session agent memory

CVE-2026-53844
6.5
EPSS 0.2%
Auth Bypass Data Extraction Privacy Violation Agent Framework
openclaw CWE-862 4 4 ATLAS
HIGH

OpenClaw: revocation bypass grants node token access

CVE-2026-53843
8.8
EPSS 0.3%
Auth Bypass Agent
openclaw CWE-284 4 4 ATLAS
HIGH

OpenClaw: env var injection enables arbitrary code exec

CVE-2026-53842
7.1
EPSS 0.1%
Code Execution Supply Chain Agent
openclaw CWE-426 4 5 ATLAS
MEDIUM

OpenClaw: XSS via unsafe links in exported session HTML

CVE-2026-53841
6.1
EPSS 0.2%
Code Execution Social Engineering Data Leakage Agent
openclaw CWE-83 4 4 ATLAS
HIGH

OpenClaw: credential exfiltration via MCP header forwarding

CVE-2026-53840
7.1
EPSS 0.2%
Data Leakage Data Extraction Auth Bypass Agent API Plugin
openclaw CWE-200 4 5 ATLAS
MEDIUM

LangGraph SQLite: deserialization RCE at checkpoint load

CVE-2026-48775
6.8
EPSS 0.2%
Code Execution Supply Chain Framework Agent
langgraph CWE-502 3.7K 4 ATLAS
HIGH EXPLOIT AVAIL

stable-diffusion.cpp: heap overflow in .ckpt model parser

CVE-2026-47749
7.8
EPSS 0.2%
Supply Chain Code Execution Model Inference
CWE-122 4 ATLAS

Frequently asked questions

What is an AI security threat feed?

An AI security threat feed is a continuously updated stream of vulnerabilities (CVEs) affecting AI and machine-learning systems — LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — filtered out of the broader CVE firehose and enriched for relevance.

Which sources are the AI CVEs tracked from?

CVEs are tracked from NVD, GitHub Advisory, CISA KEV, and MITRE ATLAS, then enriched with CVSS, EPSS, exploitation confidence, AI-component classification, and compliance mappings.

What AI systems do these vulnerabilities affect?

Coverage spans LLM frameworks, ML libraries, AI agents, vector databases, and inference servers — the components most security teams now run in production.

How often is the AI threat feed updated?

The feed updates continuously as new CVEs are published and enriched, so the most recent AI/ML vulnerabilities appear at the top.

Is the AI security feed free?

Yes — the public feed is free to browse. A Pro subscription adds breaking alerts, MITRE ATLAS mappings, compliance reports (ISO 42001, EU AI Act), and full CISO analysis.

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